ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2023
More than 1000 genotypes are required to derive robust relationships between yield, yield stability and physiological parameters: a computational study on wheat crop.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Rethinking yield stability through phenotypic plasticity and its link to modern statistical methods.Journal of experimental botany · 2026Review
- Finlay-Wilkinson random regression for yield and yield stability prediction in cereals.The plant genome · 2026Article
- Modern elite winter wheat cultivars use two physiological pathways to achieve yield stability.Journal of experimental botany · 2026Article
- Predictions of wheat phenotypic variability by integrating high-throughput phenotyping observations into a crop growth model.Plant phenomics (Washington, D.C.) · 2026Article
- Caffeic acid-related gene expression and antioxidant activity enhance drought tolerance in three bean cultivars.BMC plant biology · 2025Article
- Multi-environment field trials for wheat yield, stability and breeding progress in Germany.Scientific data · 2025Article
- Envirotyping within a multi-environment trial allowed identifying genetic determinants of winter oilseed rape yield stability.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024Article
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3 authors.
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Abstract
key messageUsing in silico experiment in crop model, we identified different physiological regulations of yield and yield stability, as well as quantify the genotype and environment numbers required for analysing yield stability convincingly. Identifying target traits for breeding stable and high-yielded cultivars simultaneously is difficult due to limited knowledge of physiological mechanisms behind yield stability. Besides, there is no consensus about the adequacy of a stability index (SI) and the minimal number of environments and genotypes required for evaluating yield stability. We studied this question using the crop model APSIM-Wheat to simulate 9100 virtual genotypes grown under 9000 environments. By analysing the simulated data, we showed that the shape of phenotype distributions affected the correlation between SI and mean yield and the genotypic superiority measure (P
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